{"id":"https://openalex.org/W4312381426","doi":"https://doi.org/10.1109/ants52808.2021.9937015","title":"Online Network Attack Detection using Statistical Features","display_name":"Online Network Attack Detection using Statistical Features","publication_year":2021,"publication_date":"2021-12-13","ids":{"openalex":"https://openalex.org/W4312381426","doi":"https://doi.org/10.1109/ants52808.2021.9937015"},"language":"en","primary_location":{"id":"doi:10.1109/ants52808.2021.9937015","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ants52808.2021.9937015","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078569652","display_name":"Ritesh Ratti","orcid":null},"institutions":[{"id":"https://openalex.org/I1317621060","display_name":"Indian Institute of Technology Guwahati","ror":"https://ror.org/0022nd079","country_code":"IN","type":"education","lineage":["https://openalex.org/I1317621060"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ritesh Ratti","raw_affiliation_strings":["Indian Institute of Technology,Department of Computer Science & Engineering,Guwahati,Assam,India,781039"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology,Department of Computer Science & Engineering,Guwahati,Assam,India,781039","institution_ids":["https://openalex.org/I1317621060"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053883070","display_name":"Sukumar Nandi","orcid":"https://orcid.org/0000-0002-5869-1057"},"institutions":[{"id":"https://openalex.org/I1317621060","display_name":"Indian Institute of Technology Guwahati","ror":"https://ror.org/0022nd079","country_code":"IN","type":"education","lineage":["https://openalex.org/I1317621060"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sukumar Nandi","raw_affiliation_strings":["Indian Institute of Technology,Department of Computer Science & Engineering,Guwahati,Assam,India,781039"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology,Department of Computer Science & Engineering,Guwahati,Assam,India,781039","institution_ids":["https://openalex.org/I1317621060"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101512376","display_name":"Sanasam Ranbir Singh","orcid":"https://orcid.org/0000-0003-0484-2144"},"institutions":[{"id":"https://openalex.org/I1317621060","display_name":"Indian Institute of Technology Guwahati","ror":"https://ror.org/0022nd079","country_code":"IN","type":"education","lineage":["https://openalex.org/I1317621060"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sanasam Ranbir Singh","raw_affiliation_strings":["Indian Institute of Technology,Department of Computer Science & Engineering,Guwahati,Assam,India,781039"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology,Department of Computer Science & Engineering,Guwahati,Assam,India,781039","institution_ids":["https://openalex.org/I1317621060"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I1317621060"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"96","issue":null,"first_page":"125","last_page":"130"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8313683271408081},{"id":"https://openalex.org/keywords/denial-of-service-attack","display_name":"Denial-of-service attack","score":0.817569375038147},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.7500905394554138},{"id":"https://openalex.org/keywords/sliding-window-protocol","display_name":"Sliding window protocol","score":0.561159610748291},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5402706265449524},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.4473865032196045},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4230075776576996},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.41144752502441406},{"id":"https://openalex.org/keywords/window","display_name":"Window (computing)","score":0.37781840562820435},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35451799631118774},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.16796237230300903}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8313683271408081},{"id":"https://openalex.org/C38822068","wikidata":"https://www.wikidata.org/wiki/Q131406","display_name":"Denial-of-service attack","level":3,"score":0.817569375038147},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.7500905394554138},{"id":"https://openalex.org/C102392041","wikidata":"https://www.wikidata.org/wiki/Q592860","display_name":"Sliding window protocol","level":3,"score":0.561159610748291},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5402706265449524},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.4473865032196045},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4230075776576996},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.41144752502441406},{"id":"https://openalex.org/C2778751112","wikidata":"https://www.wikidata.org/wiki/Q835016","display_name":"Window (computing)","level":2,"score":0.37781840562820435},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35451799631118774},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.16796237230300903},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ants52808.2021.9937015","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ants52808.2021.9937015","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.6200000047683716,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1576185228","https://openalex.org/W1673310716","https://openalex.org/W1728842521","https://openalex.org/W2074335792","https://openalex.org/W2521375271","https://openalex.org/W2555676925","https://openalex.org/W2591712613","https://openalex.org/W2789828921","https://openalex.org/W2963197901","https://openalex.org/W2977634018","https://openalex.org/W2979323854","https://openalex.org/W3138598418","https://openalex.org/W3197584391","https://openalex.org/W6637131181","https://openalex.org/W6637572315"],"related_works":["https://openalex.org/W3043172660","https://openalex.org/W2378879853","https://openalex.org/W2379233030","https://openalex.org/W2382568009","https://openalex.org/W2352085706","https://openalex.org/W2382249101","https://openalex.org/W2369954819","https://openalex.org/W4362510069","https://openalex.org/W3007425261","https://openalex.org/W3168296045"],"abstract_inverted_index":{"In":[0,66],"recent":[1],"years,":[2],"several":[3],"supervised":[4],"intrusion":[5],"detection":[6,59],"systems":[7,60],"have":[8],"been":[9],"proposed.":[10],"However,":[11],"these":[12],"methods":[13],"require":[14],"labeled":[15],"data":[16,34],"for":[17,33,54,125],"training":[18],"and":[19,39,97,123,129],"cannot":[20],"automatically":[21],"adapt":[22],"to":[23,35,43,46,104,120],"frequently":[24],"changing":[25],"network":[26],"traffic":[27],"scenarios.":[28],"It":[29],"is":[30],"also":[31],"required":[32],"be":[36,44],"updated":[37],"periodically":[38],"requires":[40],"the":[41,52,55,85,99,112],"model":[42],"retrained":[45],"detect":[47],"new":[48],"attacks.":[49,65,135],"This":[50],"emphasizes":[51],"need":[53],"development":[56],"of":[57,133],"unsupervised":[58,72],"that":[61,74],"can":[62],"target":[63],"zero-day":[64],"this":[67],"paper,":[68],"we":[69],"propose":[70],"an":[71,106],"solution":[73],"relies":[75],"on":[76],"detecting":[77],"attacks":[78],"in":[79],"a":[80],"discrete-time":[81],"sliding":[82],"window":[83],"using":[84],"distance":[86,100],"between":[87,101],"statistical":[88,102],"features.":[89],"The":[90,115],"proposed":[91,116],"algorithm":[92],"utilizes":[93],"generated":[94],"cluster":[95],"profiles":[96],"estimates":[98],"features":[103],"trigger":[105],"attack":[107],"event":[108],"if":[109],"it":[110],"exceeds":[111],"predefined":[113],"threshold.":[114],"method":[117],"was":[118],"applied":[119],"CICIDS-2018":[121],"dataset":[122],"tested":[124],"FTP":[126],"Brute":[127],"Force":[128],"HTTP":[130],"Distributed":[131],"Denial":[132],"Service":[134]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}